Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-22 1.121524 1.363895 1.674936 2.116320 2.750012 3.669052 5.195810
2025-06-29 0.784616 1.039158 1.413853 2.047171 3.196955 5.496138 11.746465
2025-07-06 0.620518 0.865508 1.258837 2.008876 3.642463 8.035034 30.274745
2025-07-13 0.550072 0.803523 1.244283 2.190989 4.708750 14.737830 228.548940
2025-07-20 0.490720 0.741310 1.203906 2.296033 5.759867 27.093533 NaN
2025-07-27 0.436006 0.673894 1.131647 2.289344 6.512828 46.969206 NaN
2025-08-03 0.387327 0.607907 1.044499 2.203422 6.901073 75.504983 NaN
2025-08-10 0.357909 0.572412 1.012138 2.254165 8.073658 198.066417 NaN
2025-08-17 0.337168 0.549831 1.002128 2.368943 9.975784 1601.579955 NaN
2025-08-24 0.313344 0.517533 0.962539 2.371034 11.281971 NaN NaN
2025-08-31 0.288536 0.480091 0.903563 2.281445 11.735011 NaN NaN
2025-09-07 0.275795 0.465717 0.897835 2.386417 14.613804 NaN NaN
2025-09-14 0.259834 0.443162 0.868550 2.393795 16.774752 NaN NaN
2025-09-21 0.242707 0.416413 0.824243 2.322661 17.774132 NaN NaN
2025-09-28 0.228481 0.394504 0.789262 2.278849 19.308328 NaN NaN
2025-10-05 0.224089 0.393416 0.809753 2.499019 28.947821 NaN NaN
2025-10-12 0.216960 0.385418 0.809699 2.626628 40.060683 NaN NaN
2025-10-19 0.206961 0.369934 0.785640 2.618511 47.254090 NaN NaN
2025-10-26 0.195595 0.350383 0.747005 2.514199 48.400838 NaN NaN
2025-11-02 0.189007 0.341294 0.738005 2.575761 64.388682 NaN NaN
2025-11-09 0.184467 0.336525 0.741215 2.715478 102.757096 NaN NaN
2025-11-16 0.177550 0.325557 0.723701 2.718029 132.316852 NaN NaN
2025-11-23 0.169132 0.310424 0.691291 2.608911 133.920347 NaN NaN